• Title/Summary/Keyword: information retrieval.

Search Result 3,681, Processing Time 0.023 seconds

Information Retrieval System for Mobile Devices (모바일 기기를 위한 정보검색 시스템)

  • Kim, Jae-Hoon;Kim, Hyung-Chul
    • Journal of Advanced Marine Engineering and Technology
    • /
    • v.33 no.4
    • /
    • pp.569-577
    • /
    • 2009
  • Mobile information retrieval is an evolving branch of information retrieval that is centered on mobile and ubiquitous environments. In general, mobile devices are characterized by lightweight, low power, small memory, small display, limited input/output, low bandwidth, and so on. Some of these characteristics make it impossible to apply general information retrieval to mobile environments without any modification. In order to relieve this problem, we design and implement an information retrieval system for mobile devices like wireless phones, PDA and handheld devices. We use document summarization techniques to alleviate the limitation of small display and user profiles to retrieve the most proper documents for each individual user for personalized search. Futhermore we use meta-search to lighten some burdens visiting several portal sites. In this paper, we have implemented and demonstrated the proposed mobile information retrieval system on the domain of travel and received good evaluation from users subjectively.

A Study on the Retrieval Speed Improvement from Content-Based Music Information Retrieval System (내용기반 음악 검색 시스템에서의 검색 속도 향상에 관한 연구)

  • Yoon Won-Jung;Park Kyu-Sik
    • Journal of the Institute of Electronics Engineers of Korea SP
    • /
    • v.43 no.1 s.307
    • /
    • pp.85-90
    • /
    • 2006
  • In this paper, we propose the content-based music information retrieval system with improved retrieval speed and stable performance while maintaining resonable retrieval accuracy In order to solve the in-stable system problem multi-feature clustering (MFC) is used to setup robust music DB. In addition, the music retrieval speed was improved by using the Superclass concept. Effectiveness of the system with SuperClass and without SuperClass is compared in terms of retrieval speed, accuracy and retrieval precision. It is demonstrated that the use of WC and Superclass substantially improves music retrieval speed up to $20\%\~40\%$ while maintaining almost equal retrieval accuracy.

Information Retrieval: A Communication Process in the 21st Century Library

  • Umeozor, Susan Nnadozie
    • International Journal of Knowledge Content Development & Technology
    • /
    • v.10 no.2
    • /
    • pp.7-18
    • /
    • 2020
  • Communication is a process involving a group of interrelated elements working together for the purpose of information transfer. This paper discusses information retrieval as a communication process in the 21st century library. The difficulties associated with access to recorded knowledge through bibliographic control devices have been exacerbated by the interposition of additional encoding processes in the library and further decoding by the users. In addition, the innovation of internet/web has revolutionized the means and mode of communication process in the library by flooding information seekers with information and creating an illusion of self-sufficiency in many users. With these changes in information seeking behaviour and pattern, a cybernetic approach to information retrieval has emerged emphasizing adaptive control mechanisms and feedback processes. This paper argues that libraries should strive to continuously remain relevant by keeping abreast with changes in the behavior of information users. To this end, this paper proposes apomediatic-cybernetic model of communication, which illustrates information retrieval processes for the 21st-century library.

Wireless Network Health Information Retrieval Method Based on Data Mining Algorithm

  • Xiaoguang Guo
    • Journal of Information Processing Systems
    • /
    • v.19 no.2
    • /
    • pp.211-218
    • /
    • 2023
  • In order to improve the low accuracy of traditional wireless network health information retrieval methods, a wireless network health information retrieval method is designed based on data mining algorithm. The invalid health information stored in wireless network is filtered by data mapping, and the health information is clustered by data mining algorithm. On this basis, the high-frequency words of health information are classified to realize wireless network health information retrieval. The experimental results show that exactitude of design way is significantly higher than that of the traditional method, which can solve the problem of low accuracy of the traditional wireless network health information retrieval method.

XML Fulltext Retrieval System by Extracting Navigation Information (네비게이션 정보추출에 의한 XML 본문검색시스템)

  • 강남규;이응봉;이석형
    • Journal of the Korean Society for information Management
    • /
    • v.19 no.3
    • /
    • pp.91-110
    • /
    • 2002
  • Recently, to overcome the limit of keyword based retrieval system, the study based structured document has been studied. But it is hard for structured retrieval system to adapt a real service, in this paper, we propose a method of retrieval mechanism for the fulltext of XML documents. We explain DTD of XML based report, extracting navigation information and planing to adapt the retrieval system for article retrieval. Using the fulttext retrieval scheme, suggested system can be an alternative plan of professional structured based retrieval system.

Effective Cross-Lingual Text Retrieval using a Fuzzy Knowledge Base (퍼지 지식베이스를 이용한 효과적인 다언어 문서 검색)

  • Choi, Myeong-Bok
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.8 no.1
    • /
    • pp.53-62
    • /
    • 2008
  • Cross-lingual text retrieval(CLTR) is the information retrieval in which a user tries to search a set of documents written in one language for a query another language. This thesis proposes a CLTR system based on fuzzy multilingual thesaurus to handle a partial matching between terms of two different languages. The proposed CLTR system uses a fuzzy term matrix defined in our thesis to perform the information retrieval effectively. In the defined fuzzy term matrix, all relation degrees between terms are inferred from using the transitive closure algorithm to reflect all implicit links between terms into processing of the information retrieval. With this framework, the CLTR system proposed in our thesis enhances the retrieval effectiveness because it is able to emulate a human expert's decision making well in CLTR.

  • PDF

Analysis of Pre-Processing Methods for Music Information Retrieval in Noisy Environments using Mobile Devices

  • Kim, Dae-Jin;Koo, Ddeo-Ol-Ra
    • International Journal of Contents
    • /
    • v.8 no.2
    • /
    • pp.1-6
    • /
    • 2012
  • Recently, content-based music information retrieval (MIR) systems for mobile devices have attracted great interest. However, music retrieval systems are greatly affected by background noise when music is recorded in noisy environments. Therefore, we evaluated various pre-processing methods using the Philips method to determine the one that performs most robust music retrieval in such environments. We found that dynamic noise reduction (DNR) is the best pre-processing method for a music retrieval system in noisy environments.

A Study on Content-based Image Information Retrieval Technique (내용기반 영상정보 검색기술에 관한 이론적 고찰)

  • 노진구
    • Journal of Korean Library and Information Science Society
    • /
    • v.31 no.1
    • /
    • pp.229-258
    • /
    • 2000
  • The growth of digital image an video archives is increasing the need for tools that efficiently search through large amount of visual dta. Retrieval of visual data is important issue in multimedia database. We are using contented-based visual data retrieval method for efficient retrieval of visual data. In this paper, we introduced fundamental techniques using characteristic values of image data and indexing techniques required for content-based visual retrieval. In addition we introduced content-based visual retrieval system for use of digital library.

  • PDF

A Hybrid Collaborative Filtering Method using Context-aware Information Retrieval (상황인식 정보 검색 기법을 이용한 하이브리드 협업 필터링 기법)

  • Kim, Sung Rim;Kwon, Joon Hee
    • Journal of Korea Society of Digital Industry and Information Management
    • /
    • v.6 no.1
    • /
    • pp.143-149
    • /
    • 2010
  • In ubiquitous environment, information retrieval using collaborative filtering is a popular technique for reducing information overload. Collaborative filtering systems can produce personal recommendations by computing the similarity between your preference and the one of other people. We integrate the collaboration filtering method and context-aware information retrieval method. The proposed method enables to find some relevant information to specific user's contexts. It aims to makes more effective information retrieval to the users. The proposed method is conceptually comprised of two main tasks. The first task is to tag context tags by automatic tagging technique. The second task is to recommend items for each user's contexts integrating collaborative filtering and information retrieval. We describe a new integration method algorithm and then present a u-commerce application prototype.

DEVELOPMENT PROCESS OF INFORMATION FLOW RETRIEVAL SYSTEM FOR LARGE-SCALE CONSTRUCTION PROJECTS

  • Jinho Shin;Hyun-soo Lee ;Moonseo Park;Jung-ho Yu;Jungseok Kim
    • International conference on construction engineering and project management
    • /
    • 2011.02a
    • /
    • pp.556-560
    • /
    • 2011
  • Players of construction projects proceed with each work process by information gathering, modification and communication. Due to the complex and long-span lifecycle projects increased, it became more important to grasp this mechanism for the successful project performance in construction project. Hence, most project information management systems or knowledge management systems equip information retrieval system. There are two logic to infer the meaning of retrieval target; inductive reasoning and deductive reasoning. The former is based on metadata explaining the target and the later is based on relation between data. To infer the information flow, it is necessary to define the correlation between players and work processes. However, most established information retrieval systems are based on index search system and it is not focused on correlation between data but data itself. Thus, this research aims to research on process of information flow retrieval system for large-scale construction projects.

  • PDF